Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
research-article
Free access

On the categorization of scientific citation profiles in computer science

Published: 24 August 2015 Publication History

Abstract

A new dynamic growth model reveals how citation networks evolve over time, pointing the way toward reformulated scientometrics.

References

[1]
Albert, R. and Barabási, A.-L. Statistical mechanics of complex networks. Reviews of Modern Physics 74, 1 (Jan. 2002), 47--97.
[2]
Barabási, A.-L. and Albert, R. Emergence of scaling in random networks. Science 286, 5439 (Oct. 1999), 509--512.
[3]
Bensman, S.J. The evaluation of research by scientometric indicators. Journal of the Association for Information Science and Technology 62, 1 (Jan. 2011), 208--210.
[4]
Bogers, T. and van den Bosch, A. Recommending scientific articles using CiteULike. In Proceedings of the Second ACM Conference on Recommender Systems (Lausanne, Switzerland, Oct. 23--25). ACM Press, New York, 2008, 287--290.
[5]
Boonchom, S., Nuchwana, L., and Amorn, M. The development of standards, factors, and indicators for evaluating the quality of classroom action research. Procedia - Social and Behavioral Sciences 69 (Dec. 2012), 220--226.
[6]
Bornmann, L. and Daniel, H.-D. What do citation counts measure? A review of studies on citing behavior. Journal of Documentation 64, 1 (Jan.-Feb. 2008), 45--80.
[7]
Callaham, M., Wears, R.L., and Weber, E. Journal prestige, publication bias, and other characteristics associated with citation of published studies in peer-reviewed journals. Journal of the American Medical Association 287, 21 (June 2002), 2847--2850.
[8]
Carmi, S., Havlin, S., Kirkpatrick, S., Shavitt, Y., and Shir, E. A model of Internet topology using k-shell decomposition. Proceedings of the National Academy of Sciences 104, 27 (July 2007), 11150--11154.
[9]
Chakraborty, T., Sikdar, S., Tammana, V., Ganguly, N., and Mukherjee, A. Computer science fields as ground-truth communities: Their impact, rise, and fall. In Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (Niagara Falls, Canada, Aug. 25--28). ACM Press, New York, 2013, 426--433.
[10]
Clauset, A., Moore, C., and Newman, M.E.J. Hierarchical structure and the prediction of missing links in networks. Nature 453, 7191 (May 2008), 98--101.
[11]
Della Sala, S. and Brooks, J. Multi-authors' self-citation: A further impact factor bias? Cortex 44, 9 (Oct. 2008), 1139 --1145.
[12]
Fowler, J. and Aksnes, D. Does self-citation pay? Scientometrics 72, 3 (Sept. 2007), 427--437.
[13]
Garfield, E. Which medical journals have the greatest impact? Annals of Internal Medicine 105, 2 (Aug. 1986), 313--20.
[14]
Garfield, E. The impact factor and using it correctly. Der Unfallchirurg 6, 101 (June 1998), 413--414.
[15]
Garfield, E. Journal impact factor: A brief review. Canadian Medical Association Journal 161, 8 (Oct. 1999), 979--980.
[16]
Garfield, E. Impact factors, and why they won't go away. Nature 411, 6837 (May 2001), 522.
[17]
Garfield, E. The history and meaning of the journal impact factor. Journal of the American Medical Association 295, 1 (Jan. 2006), 90--93.
[18]
Gingras, Y., Larivier, V., Macaluso, B., and Robitaille, J.-P. The effects of aging on researchers' publication and citation patterns. PLoS ONE 3, 12 (Dec. 2008), e4048.
[19]
Golosovsky, M. and Solomon, S. Stochastic dynamical model of a growing citation network based on a self-exciting point process. Physical Review Letters 109, 098701 (Aug. 2012).
[20]
Hajra, K.B. and Sen, P. Aging in citation networks. Physica A 346, 1 (Feb. 2005), 44--48.
[21]
Harris, J., Hirst, J., and Mossinghoff, M. Combinatorics and Graph Theory. Springer Undergraduate Texts in Mathematics and Technology. Springer-Verlag, New York, 2008.
[22]
Lariviere, V., Ni, C., Gingras, Y., Cronin, B., and Sugimoto, C.R. Bibliometrics: Global gender disparities in science. Nature 504, 7479 (Dec. 2013), 211--213.
[23]
McNamara, D., Wong, P., Christen, P., and Ng, K.S. Predicting high impact academic papers using citation network features. In Proceedings of the Pacific-Asia Conference in Knowledge Discovery and Data Mining Workshop (Gold Coast, Australia, Apr. 14--17). Springer, Berlin, Heidelberg, 2013, 14--25.
[24]
Meho, L.I. The rise and rise of citation analysis. Physics World 1, 20 (Jan. 2007), 32--36.
[25]
Peritz, B.C. On the objectives of citation analysis: Problems of theory and method. Journal of the Association for Information Science and Technology 43, 6 (July 1992), 448--451.
[26]
Price, D.D.S. A general theory of bibliometric and other cumulative advantage processes. Journal of the Association for Information Science and Technology (Sept. 1976), 292--306.
[27]
Radicchi, F. and Fortunato, S., Castellano, C. Universality of citation distributions: Towards an objective measure of scientific impact. Proceedings of the National Academy of Sciences 105, 45 (Nov. 2008), 17268--17272.
[28]
Rosvall, M. and Bergstrom, C.T. Mapping change in large networks. PLoS ONE 5, e8694 (Jan. 2010).
[29]
Schreiber, M. Self-citation corrections for the Hirsch index. Europhysics Letters 78, 3 (May 2007), 1--6.
[30]
Sen, P. Directed accelerated growth: Application in citation network. Physica A 346, 1--2 (Feb. 2005), 139--146.
[31]
Yan, R., Huang, C., Tang, J., Zhang, Y., and Li, X. To better stand on the shoulder of giants. In Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (Washington, D.C., June 10--14). ACM Press, New York, 2012, 51--60.

Cited By

View all
  • (2024)Citation Forecasting with Multi-Context Attention-Aided Dependency ModelingACM Transactions on Knowledge Discovery from Data10.1145/364914018:6(1-23)Online publication date: 12-Apr-2024
  • (2024)CiteDEK: A hybrid EMD-KNN-DTW model for classification of paper citation trajectoriesProceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)10.1145/3632410.3632481(576-577)Online publication date: 4-Jan-2024
  • (2024)A multiple k-means cluster ensemble framework for clustering citation trajectoriesJournal of Informetrics10.1016/j.joi.2024.10150718:2(101507)Online publication date: May-2024
  • Show More Cited By

Recommendations

Comments

Information & Contributors

Information

Published In

cover image Communications of the ACM
Communications of the ACM  Volume 58, Issue 9
September 2015
119 pages
ISSN:0001-0782
EISSN:1557-7317
DOI:10.1145/2817191
  • Editor:
  • Moshe Y. Vardi
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 24 August 2015
Published in CACM Volume 58, Issue 9

Permissions

Request permissions for this article.

Check for updates

Qualifiers

  • Research-article
  • Popular
  • Refereed

Contributors

Other Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

  • Downloads (Last 12 months)150
  • Downloads (Last 6 weeks)21
Reflects downloads up to 01 Nov 2024

Other Metrics

Citations

Cited By

View all
  • (2024)Citation Forecasting with Multi-Context Attention-Aided Dependency ModelingACM Transactions on Knowledge Discovery from Data10.1145/364914018:6(1-23)Online publication date: 12-Apr-2024
  • (2024)CiteDEK: A hybrid EMD-KNN-DTW model for classification of paper citation trajectoriesProceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD)10.1145/3632410.3632481(576-577)Online publication date: 4-Jan-2024
  • (2024)A multiple k-means cluster ensemble framework for clustering citation trajectoriesJournal of Informetrics10.1016/j.joi.2024.10150718:2(101507)Online publication date: May-2024
  • (2023)Influence of interdisciplinarity on scientific impact: The case of climate change fieldJournal of Informetrics10.1016/j.joi.2023.10141017:3(101410)Online publication date: Aug-2023
  • (2023)Time-stamp based network evolution model for citation networksScientometrics10.1007/s11192-023-04704-7128:6(3723-3741)Online publication date: 29-Apr-2023
  • (2022)Self-correction in science: The effect of retraction on the frequency of citationsPLOS ONE10.1371/journal.pone.027781417:12(e0277814)Online publication date: 7-Dec-2022
  • (2022)Open-source code repository attributes predict impact of computer science researchProceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries10.1145/3529372.3530927(1-7)Online publication date: 20-Jun-2022
  • (2022)Dynamics of node influence in network growth modelsPhysica A: Statistical Mechanics and its Applications10.1016/j.physa.2021.126520589(126520)Online publication date: Mar-2022
  • (2021)Bi-layer network analytics: A methodology for characterizing emerging general-purpose technologiesJournal of Informetrics10.1016/j.joi.2021.10120215:4(101202)Online publication date: Nov-2021
  • (2021)Detection of Potential Citation Clubs in Bibliographic NetworksProceedings of International Conference on Data Science and Applications10.1007/978-981-16-5348-3_56(703-725)Online publication date: 23-Nov-2021
  • Show More Cited By

View Options

View options

PDF

View or Download as a PDF file.

PDF

eReader

View online with eReader.

eReader

Digital Edition

View this article in digital edition.

Digital Edition

Magazine Site

View this article on the magazine site (external)

Magazine Site

Get Access

Login options

Full Access

Media

Figures

Other

Tables

Share

Share

Share this Publication link

Share on social media